PyBangla at BLP-2025 Task 2: Enhancing Bangla-to-Python Code Generation with Iterative Self-Correction and Multilingual Agents

By: Jahidul Islam, Md Ataullha, Saiful Azad

Published: 2026-01-01

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Abstract

This work focuses on improving code generation from Bangla natural language prompts to Python code, utilizing iterative self-correction mechanisms and multilingual AI agents. It aims to bridge the gap in code generation for low-resource languages, fostering more inclusive and efficient programming tools globally.

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PyBangla at BLP-2025 Task 2: Enhancing Bangla-to-Python Code Generation with Iterative Self-Correction and Multilingual Agents | ArXiv Intelligence